Preheat your air fryer to 375°F.
In a bowl, mix olive oil, honey, sriracha, soy sauce, garlic powder, smoked paprika, salt, and pepper.
Coat the chicken thighs evenly with the mixture.
Place chicken in the air fryer basket in a single layer.
Air fry for 12-15 minutes, flipping halfway through, until golden brown and cooked through.
Serve warm and enjoy!